This Data Visualization repository is solely developed for the research article mentioned here. This is only for visualization purposes and all the visualization models made from the data sources provided by Indonesia's national disaster management agency. In Indonesia, it called Badan Nasional Penanggulangan Bencana (BNPB). Here we present an approach to visualize and analyze the data of daily statistical covid 19 dataset for each province in Indonesia from its API (access in : https://bnpb-inacovid19.hub.arcgis.com/datasets/statistik-harian-per-provinsi-covid19-indonesia-rev/geoservice)
Table of Content
<Response [200]>
| type | geometry | properties_Object_ID | properties_Provinsi | properties_Tanggal | properties_Kasus_Terkonfirmasi_Akumulatif | properties_Penambahan_Harian_Kasus_Terkonf | properties_Kasus_Sembuh_Akumulatif | properties_Penambahan_Harian_Kasus_Sembuh | properties_Kasus_Meninggal_Akumulatif | properties_Penambahan_Harian_Kasus_Meningg | properties_Kasus_Aktif_Akumulatif | properties_CFR_Harian | properties_RI_Harian | properties_FID | properties_ObjectId | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Feature | None | 1.0 | Aceh | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | #DIV/0! | #DIV/0! | 1.0 | 3572 |
| 1 | Feature | None | 2.0 | Bali | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | #DIV/0! | #DIV/0! | 2.0 | 3573 |
| 2 | Feature | None | 3.0 | Banten | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | #DIV/0! | #DIV/0! | 3.0 | 3574 |
| 3 | Feature | None | 4.0 | Kepulauan Bangka Belitung | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | #DIV/0! | #DIV/0! | 4.0 | 3575 |
| 4 | Feature | None | 5.0 | Bengkulu | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | #DIV/0! | #DIV/0! | 5.0 | 3576 |
| type | geometry | properties_Object_ID | properties_Provinsi | properties_Tanggal | properties_Kasus_Terkonfirmasi_Akumulatif | properties_Penambahan_Harian_Kasus_Terkonf | properties_Kasus_Sembuh_Akumulatif | properties_Penambahan_Harian_Kasus_Sembuh | properties_Kasus_Meninggal_Akumulatif | properties_Penambahan_Harian_Kasus_Meningg | properties_Kasus_Aktif_Akumulatif | properties_CFR_Harian | properties_RI_Harian | properties_FID | properties_ObjectId | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8278 | Feature | None | 8279.0 | Papua Barat | 2020/11/02 00:00:00+00 | 4189.0 | 326.0 | 3655.0 | 423.0 | 66.0 | 19.0 | 468.0 | 1.5755550250656483 | 87.25232752446884 | 8279.0 | 12239 |
| 8279 | Feature | None | 8280.0 | Papua | 2020/11/02 00:00:00+00 | 9037.0 | 4848.0 | 4637.0 | 982.0 | 129.0 | 63.0 | 4271.0 | 1.4274648666592897 | 51.311275865884696 | 8280.0 | 12240 |
| 8280 | Feature | None | 8281.0 | Sulawesi Barat | 2020/11/02 00:00:00+00 | 1036.0 | -8001.0 | 841.0 | -3796.0 | 14.0 | -115.0 | 181.0 | 1.3513513513513513 | 81.17760617760618 | 8281.0 | 12241 |
| 8281 | Feature | None | 8282.0 | Nusa Tenggara Timur | 2020/11/02 00:00:00+00 | 694.0 | -342.0 | 500.0 | -340.0 | 7.0 | -7.0 | 187.0 | 1.0086455331412103 | 72.04610951008645 | 8282.0 | 12242 |
| 8282 | Feature | None | 8283.0 | Gorontalo | 2020/11/02 00:00:00+00 | 3021.0 | 2331.0 | 2859.0 | 2360.0 | 85.0 | 78.0 | 77.0 | 2.8136378682555447 | 94.63753723932473 | 8283.0 | 12243 |
| properties_Provinsi | properties_Tanggal | properties_Kasus_Terkonfirmasi_Akumulatif | properties_Penambahan_Harian_Kasus_Terkonf | properties_Kasus_Sembuh_Akumulatif | properties_Penambahan_Harian_Kasus_Sembuh | properties_Kasus_Meninggal_Akumulatif | properties_Penambahan_Harian_Kasus_Meningg | properties_Kasus_Aktif_Akumulatif | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | Aceh | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | Bali | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | Banten | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | Kepulauan Bangka Belitung | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | Bengkulu | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 8278 | Papua Barat | 2020/11/02 00:00:00+00 | 4189.0 | 326.0 | 3655.0 | 423.0 | 66.0 | 19.0 | 468.0 |
| 8279 | Papua | 2020/11/02 00:00:00+00 | 9037.0 | 4848.0 | 4637.0 | 982.0 | 129.0 | 63.0 | 4271.0 |
| 8280 | Sulawesi Barat | 2020/11/02 00:00:00+00 | 1036.0 | -8001.0 | 841.0 | -3796.0 | 14.0 | -115.0 | 181.0 |
| 8281 | Nusa Tenggara Timur | 2020/11/02 00:00:00+00 | 694.0 | -342.0 | 500.0 | -340.0 | 7.0 | -7.0 | 187.0 |
| 8282 | Gorontalo | 2020/11/02 00:00:00+00 | 3021.0 | 2331.0 | 2859.0 | 2360.0 | 85.0 | 78.0 | 77.0 |
8283 rows × 9 columns
| state | date | Total_Terkonfirmasi | Terkonfirmasi_Harian | Total_Sembuh | Sembuh_Harian | Total_MeninggalDunia | MeninggalDunia_Harian | Total_Aktif | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | Aceh | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | Bali | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | Banten | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | Kepulauan Bangka Belitung | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | Bengkulu | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 8278 | Papua Barat | 2020/11/02 00:00:00+00 | 4189.0 | 326.0 | 3655.0 | 423.0 | 66.0 | 19.0 | 468.0 |
| 8279 | Papua | 2020/11/02 00:00:00+00 | 9037.0 | 4848.0 | 4637.0 | 982.0 | 129.0 | 63.0 | 4271.0 |
| 8280 | Sulawesi Barat | 2020/11/02 00:00:00+00 | 1036.0 | -8001.0 | 841.0 | -3796.0 | 14.0 | -115.0 | 181.0 |
| 8281 | Nusa Tenggara Timur | 2020/11/02 00:00:00+00 | 694.0 | -342.0 | 500.0 | -340.0 | 7.0 | -7.0 | 187.0 |
| 8282 | Gorontalo | 2020/11/02 00:00:00+00 | 3021.0 | 2331.0 | 2859.0 | 2360.0 | 85.0 | 78.0 | 77.0 |
8283 rows × 9 columns
state 35 date 0 Total_Terkonfirmasi 35 Terkonfirmasi_Harian 35 Total_Sembuh 35 Sembuh_Harian 35 Total_MeninggalDunia 35 MeninggalDunia_Harian 35 Total_Aktif 35 dtype: int64
| state | date | Total_Terkonfirmasi | Terkonfirmasi_Harian | Total_Sembuh | Sembuh_Harian | Total_MeninggalDunia | MeninggalDunia_Harian | Total_Aktif | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | Aceh | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | Bali | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | Banten | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | Kepulauan Bangka Belitung | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | Bengkulu | 2020/03/02 00:00:00+00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 8278 | Papua Barat | 2020/11/02 00:00:00+00 | 4189.0 | 326.0 | 3655.0 | 423.0 | 66.0 | 19.0 | 468.0 |
| 8279 | Papua | 2020/11/02 00:00:00+00 | 9037.0 | 4848.0 | 4637.0 | 982.0 | 129.0 | 63.0 | 4271.0 |
| 8280 | Sulawesi Barat | 2020/11/02 00:00:00+00 | 1036.0 | -8001.0 | 841.0 | -3796.0 | 14.0 | -115.0 | 181.0 |
| 8281 | Nusa Tenggara Timur | 2020/11/02 00:00:00+00 | 694.0 | -342.0 | 500.0 | -340.0 | 7.0 | -7.0 | 187.0 |
| 8282 | Gorontalo | 2020/11/02 00:00:00+00 | 3021.0 | 2331.0 | 2859.0 | 2360.0 | 85.0 | 78.0 | 77.0 |
8127 rows × 9 columns
/srv/conda/envs/notebook/lib/python3.7/site-packages/ipykernel_launcher.py:1: FutureWarning: Indexing with multiple keys (implicitly converted to a tuple of keys) will be deprecated, use a list instead.
| state | Total_Terkonfirmasi | Total_MeninggalDunia | Total_Sembuh | Total_Aktif | |
|---|---|---|---|---|---|
| 0 | Aceh | 326043.000000 | 11871.000000 | 177275.000000 | 136900.000000 |
| 1 | Bali | 781295.000000 | 19241.000000 | 646115.000000 | 115918.000000 |
| 2 | Banten | 543725.000000 | 21217.000000 | 361251.000000 | 160633.000000 |
| 3 | Bengkulu | 60287.000000 | 3554.000000 | 39109.000000 | 17638.000000 |
| 4 | DKI Jakarta | 6473081.000000 | 194066.000000 | 4842473.000000 | 1434413.000000 |
| 5 | Daerah Istimewa Yogyakarta | 220433.000000 | 6057.000000 | 162641.000000 | 51837.000000 |
| 6 | Gorontalo | 231268.000000 | 6634.000000 | 192835.000000 | 31633.000000 |
| 7 | Jambi | 56879.000000 | 974.000000 | 27170.000000 | 28696.000000 |
| 8 | Jawa Barat | 1971127.000000 | 50630.000000 | 1153492.000000 | 765380.000000 |
| 9 | Jawa Tengah | 2073401.000000 | 124116.000000 | 1389206.000000 | 559340.000000 |
| 10 | Jawa Timur | 4295714.000000 | 315008.000000 | 3169729.000000 | 802858.000000 |
| 11 | Kalimantan Barat | 104027.000000 | 1102.000000 | 82927.000000 | 19860.000000 |
| 12 | Kalimantan Selatan | 1041105.000000 | 46558.000000 | 730469.000000 | 262898.000000 |
| 13 | Kalimantan Tengah | 346401.000000 | 14438.000000 | 253844.000000 | 77953.000000 |
| 14 | Kalimantan Timur | 678897.000000 | 24349.000000 | 463813.000000 | 190977.000000 |
| 15 | Kalimantan Utara | 63373.000000 | 501.000000 | 49744.000000 | 13214.000000 |
| 16 | Kepulauan Bangka Belitung | 26690.000000 | 343.000000 | 22188.000000 | 4150.000000 |
| 17 | Kepulauan Riau | 182769.000000 | 5952.000000 | 124181.000000 | 52497.000000 |
| 18 | Lampung | 86010.000000 | 3757.000000 | 57011.000000 | 25118.000000 |
| 19 | Maluku | 267487.000000 | 4257.000000 | 171796.000000 | 90997.000000 |
| 20 | Maluku Utara | 220553.000000 | 7867.000000 | 147279.000000 | 65310.000000 |
| 21 | Nusa Tenggara Barat | 362233.000000 | 19379.000000 | 261175.000000 | 81161.000000 |
| 22 | Nusa Tenggara Timur | 40031.000000 | 464.000000 | 26018.000000 | 13406.000000 |
| 23 | Papua | 616708.000000 | 7798.000000 | 341214.000000 | 266721.000000 |
| 24 | Papua Barat | 182948.000000 | 2776.000000 | 122054.000000 | 58038.000000 |
| 25 | Riau | 547651.000000 | 12183.000000 | 336591.000000 | 198885.000000 |
| 26 | Sulawesi Barat | 63441.000000 | 1002.000000 | 42945.000000 | 19459.000000 |
| 27 | Sulawesi Selatan | 1596013.000000 | 47752.000000 | 1142945.000000 | 404132.000000 |
| 28 | Sulawesi Tengah | 50885.000000 | 1883.000000 | 36264.000000 | 12814.000000 |
| 29 | Sulawesi Tenggara | 255197.000000 | 4722.000000 | 170973.000000 | 79578.000000 |
| 30 | Sulawesi Utara | 446208.000000 | 19940.000000 | 302061.000000 | 123557.000000 |
| 31 | Sumatera Barat | 554293.000000 | 12511.000000 | 323849.000000 | 218044.000000 |
| 32 | Sumatera Selatan | 628990.000000 | 33086.000000 | 414082.000000 | 180472.000000 |
| 33 | Sumatera Utara | 901519.000000 | 40479.000000 | 559077.000000 | 301695.000000 |
/srv/conda/envs/notebook/lib/python3.7/site-packages/ipykernel_launcher.py:1: FutureWarning: Indexing with multiple keys (implicitly converted to a tuple of keys) will be deprecated, use a list instead.
| date | Total_Terkonfirmasi | Total_MeninggalDunia | Total_Sembuh | Total_Aktif | |
|---|---|---|---|---|---|
| 0 | 1970/01/01 00:00:00+00 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| 1 | 2020/03/02 00:00:00+00 | 2.000000 | 0.000000 | 0.000000 | 2.000000 |
| 2 | 2020/03/03 00:00:00+00 | 2.000000 | 0.000000 | 0.000000 | 2.000000 |
| 3 | 2020/03/04 00:00:00+00 | 2.000000 | 0.000000 | 0.000000 | 2.000000 |
| 4 | 2020/03/05 00:00:00+00 | 2.000000 | 0.000000 | 0.000000 | 2.000000 |
| 5 | 2020/03/06 00:00:00+00 | 4.000000 | 0.000000 | 0.000000 | 4.000000 |
| 6 | 2020/03/07 00:00:00+00 | 4.000000 | 0.000000 | 0.000000 | 4.000000 |
| 7 | 2020/03/08 00:00:00+00 | 6.000000 | 0.000000 | 0.000000 | 6.000000 |
| 8 | 2020/03/09 00:00:00+00 | 19.000000 | 0.000000 | 0.000000 | 19.000000 |
| 9 | 2020/03/10 00:00:00+00 | 27.000000 | 0.000000 | 0.000000 | 27.000000 |
| 10 | 2020/03/11 00:00:00+00 | 34.000000 | 1.000000 | 2.000000 | 31.000000 |
| 11 | 2020/03/12 00:00:00+00 | 34.000000 | 1.000000 | 2.000000 | 31.000000 |
| 12 | 2020/03/13 00:00:00+00 | 69.000000 | 4.000000 | 3.000000 | 62.000000 |
| 13 | 2020/03/14 00:00:00+00 | 92.000000 | 5.000000 | 8.000000 | 79.000000 |
| 14 | 2020/03/15 00:00:00+00 | 113.000000 | 5.000000 | 8.000000 | 100.000000 |
| 15 | 2020/03/16 00:00:00+00 | 130.000000 | 5.000000 | 8.000000 | 117.000000 |
| 16 | 2020/03/17 00:00:00+00 | 172.000000 | 5.000000 | 9.000000 | 158.000000 |
| 17 | 2020/03/18 00:00:00+00 | 227.000000 | 19.000000 | 11.000000 | 197.000000 |
| 18 | 2020/03/19 00:00:00+00 | 309.000000 | 19.000000 | 15.000000 | 275.000000 |
| 19 | 2020/03/20 00:00:00+00 | 356.000000 | 32.000000 | 17.000000 | 307.000000 |
| 20 | 2020/03/21 00:00:00+00 | 440.000000 | 38.000000 | 20.000000 | 382.000000 |
| 21 | 2020/03/22 00:00:00+00 | 508.000000 | 48.000000 | 29.000000 | 431.000000 |
| 22 | 2020/03/23 00:00:00+00 | 571.000000 | 49.000000 | 30.000000 | 492.000000 |
| 23 | 2020/03/24 00:00:00+00 | 681.000000 | 55.000000 | 30.000000 | 596.000000 |
| 24 | 2020/03/25 00:00:00+00 | 778.000000 | 58.000000 | 31.000000 | 689.000000 |
| 25 | 2020/03/26 00:00:00+00 | 873.000000 | 78.000000 | 35.000000 | 760.000000 |
| 26 | 2020/03/27 00:00:00+00 | 1018.000000 | 87.000000 | 46.000000 | 885.000000 |
| 27 | 2020/03/28 00:00:00+00 | 1125.000000 | 102.000000 | 59.000000 | 964.000000 |
| 28 | 2020/03/29 00:00:00+00 | 1252.000000 | 114.000000 | 64.000000 | 1074.000000 |
| 29 | 2020/03/30 00:00:00+00 | 1377.000000 | 122.000000 | 75.000000 | 1180.000000 |
| 30 | 2020/03/31 00:00:00+00 | 1500.000000 | 136.000000 | 81.000000 | 1283.000000 |
| 31 | 2020/04/01 00:00:00+00 | 1649.000000 | 157.000000 | 103.000000 | 1389.000000 |
| 32 | 2020/04/02 00:00:00+00 | 1762.000000 | 170.000000 | 112.000000 | 1480.000000 |
| 33 | 2020/04/03 00:00:00+00 | 1955.000000 | 181.000000 | 134.000000 | 1640.000000 |
| 34 | 2020/04/04 00:00:00+00 | 2055.000000 | 191.000000 | 150.000000 | 1714.000000 |
| 35 | 2020/04/05 00:00:00+00 | 2231.000000 | 198.000000 | 164.000000 | 1869.000000 |
| 36 | 2020/04/06 00:00:00+00 | 2457.000000 | 209.000000 | 192.000000 | 2056.000000 |
| 37 | 2020/04/07 00:00:00+00 | 2704.000000 | 221.000000 | 204.000000 | 2279.000000 |
| 38 | 2020/04/08 00:00:00+00 | 2922.000000 | 240.000000 | 222.000000 | 2460.000000 |
| 39 | 2020/04/09 00:00:00+00 | 3259.000000 | 280.000000 | 252.000000 | 2727.000000 |
| 40 | 2020/04/10 00:00:00+00 | 3477.000000 | 306.000000 | 282.000000 | 2889.000000 |
| 41 | 2020/04/11 00:00:00+00 | 3807.000000 | 327.000000 | 286.000000 | 3194.000000 |
| 42 | 2020/04/12 00:00:00+00 | 4206.000000 | 373.000000 | 359.000000 | 3474.000000 |
| 43 | 2020/04/13 00:00:00+00 | 4531.000000 | 399.000000 | 380.000000 | 3752.000000 |
| 44 | 2020/04/14 00:00:00+00 | 4812.000000 | 459.000000 | 426.000000 | 3927.000000 |
| 45 | 2020/04/15 00:00:00+00 | 5109.000000 | 469.000000 | 446.000000 | 4194.000000 |
| 46 | 2020/04/16 00:00:00+00 | 5489.000000 | 496.000000 | 548.000000 | 4445.000000 |
| 47 | 2020/04/17 00:00:00+00 | 5897.000000 | 520.000000 | 607.000000 | 4770.000000 |
| 48 | 2020/04/18 00:00:00+00 | 6222.000000 | 535.000000 | 631.000000 | 5056.000000 |
| 49 | 2020/04/19 00:00:00+00 | 6549.000000 | 582.000000 | 686.000000 | 5281.000000 |
| 50 | 2020/04/20 00:00:00+00 | 6733.000000 | 590.000000 | 747.000000 | 5396.000000 |
| 51 | 2020/04/21 00:00:00+00 | 7108.000000 | 616.000000 | 842.000000 | 5650.000000 |
| 52 | 2020/04/22 00:00:00+00 | 7391.000000 | 636.000000 | 913.000000 | 5842.000000 |
| 53 | 2020/04/23 00:00:00+00 | 7748.000000 | 647.000000 | 960.000000 | 6141.000000 |
| 54 | 2020/04/24 00:00:00+00 | 8185.000000 | 689.000000 | 1002.000000 | 6494.000000 |
| 55 | 2020/04/25 00:00:00+00 | 8581.000000 | 720.000000 | 1042.000000 | 6819.000000 |
| 56 | 2020/04/26 00:00:00+00 | 8856.000000 | 743.000000 | 1107.000000 | 7006.000000 |
| 57 | 2020/04/27 00:00:00+00 | 9070.000000 | 765.000000 | 1151.000000 | 7154.000000 |
| 58 | 2020/04/28 00:00:00+00 | 9484.000000 | 773.000000 | 1254.000000 | 7457.000000 |
| 59 | 2020/04/29 00:00:00+00 | 9744.000000 | 784.000000 | 1391.000000 | 7569.000000 |
| 60 | 2020/04/30 00:00:00+00 | 10092.000000 | 792.000000 | 1522.000000 | 7778.000000 |
| 61 | 2020/05/01 00:00:00+00 | 10525.000000 | 800.000000 | 1591.000000 | 8134.000000 |
| 62 | 2020/05/02 00:00:00+00 | 10819.000000 | 831.000000 | 1665.000000 | 8323.000000 |
| 63 | 2020/05/03 00:00:00+00 | 11168.000000 | 845.000000 | 1876.000000 | 8447.000000 |
| 64 | 2020/05/04 00:00:00+00 | 11565.000000 | 864.000000 | 1954.000000 | 8747.000000 |
| 65 | 2020/05/05 00:00:00+00 | 12049.000000 | 872.000000 | 2197.000000 | 8980.000000 |
| 66 | 2020/05/06 00:00:00+00 | 12416.000000 | 895.000000 | 2317.000000 | 9204.000000 |
| 67 | 2020/05/07 00:00:00+00 | 12754.000000 | 930.000000 | 2381.000000 | 9443.000000 |
| 68 | 2020/05/08 00:00:00+00 | 13091.000000 | 943.000000 | 2494.000000 | 9654.000000 |
| 69 | 2020/05/09 00:00:00+00 | 13624.000000 | 959.000000 | 2604.000000 | 10061.000000 |
| 70 | 2020/05/10 00:00:00+00 | 14011.000000 | 973.000000 | 2698.000000 | 10340.000000 |
| 71 | 2020/05/11 00:00:00+00 | 14244.000000 | 991.000000 | 2880.000000 | 10373.000000 |
| 72 | 2020/05/12 00:00:00+00 | 14728.000000 | 1007.000000 | 3063.000000 | 10658.000000 |
| 73 | 2020/05/13 00:00:00+00 | 15417.000000 | 1028.000000 | 3287.000000 | 11102.000000 |
| 74 | 2020/05/14 00:00:00+00 | 15985.000000 | 1043.000000 | 3518.000000 | 11424.000000 |
| 75 | 2020/05/15 00:00:00+00 | 16475.000000 | 1076.000000 | 3803.000000 | 11596.000000 |
| 76 | 2020/05/16 00:00:00+00 | 17004.000000 | 1089.000000 | 3911.000000 | 12004.000000 |
| 77 | 2020/05/17 00:00:00+00 | 17493.000000 | 1148.000000 | 4129.000000 | 12216.000000 |
| 78 | 2020/05/18 00:00:00+00 | 17989.000000 | 1191.000000 | 4324.000000 | 12474.000000 |
| 79 | 2020/05/19 00:00:00+00 | 18475.000000 | 1221.000000 | 4467.000000 | 12787.000000 |
| 80 | 2020/05/20 00:00:00+00 | 19168.000000 | 1242.000000 | 4575.000000 | 13351.000000 |
| 81 | 2020/05/21 00:00:00+00 | 20141.000000 | 1278.000000 | 4838.000000 | 14025.000000 |
| 82 | 2020/05/22 00:00:00+00 | 20775.000000 | 1326.000000 | 5057.000000 | 11596.000000 |
| 83 | 2020/05/23 00:00:00+00 | 21724.000000 | 1351.000000 | 5249.000000 | 12004.000000 |
| 84 | 2020/05/24 00:00:00+00 | 22250.000000 | 1372.000000 | 5402.000000 | 12216.000000 |
| 85 | 2020/05/25 00:00:00+00 | 22729.000000 | 1391.000000 | 5642.000000 | 12474.000000 |
| 86 | 2020/05/26 00:00:00+00 | 23144.000000 | 1418.000000 | 5877.000000 | 12787.000000 |
| 87 | 2020/05/27 00:00:00+00 | 23930.000000 | 1473.000000 | 6057.000000 | 16400.000000 |
| 88 | 2020/05/28 00:00:00+00 | 24517.000000 | 1496.000000 | 6240.000000 | 12787.000000 |
| 89 | 2020/05/29 00:00:00+00 | 25195.000000 | 1520.000000 | 6492.000000 | 16400.000000 |
| 90 | 2020/05/30 00:00:00+00 | 25752.000000 | 1573.000000 | 7015.000000 | 17164.000000 |
| 91 | 2020/05/31 00:00:00+00 | 26452.000000 | 1613.000000 | 7308.000000 | 17531.000000 |
| 92 | 2020/06/01 00:00:00+00 | 26919.000000 | 1641.000000 | 7637.000000 | 17641.000000 |
| 93 | 2020/06/02 00:00:00+00 | 27528.000000 | 1663.000000 | 7935.000000 | 17930.000000 |
| 94 | 2020/06/03 00:00:00+00 | 28212.000000 | 1698.000000 | 8406.000000 | 18108.000000 |
| 95 | 2020/06/04 00:00:00+00 | 28797.000000 | 1721.000000 | 8892.000000 | 18184.000000 |
| 96 | 2020/06/05 00:00:00+00 | 29500.000000 | 1770.000000 | 9443.000000 | 18287.000000 |
| 97 | 2020/06/06 00:00:00+00 | 30493.000000 | 1801.000000 | 9907.000000 | 18785.000000 |
| 98 | 2020/06/07 00:00:00+00 | 31165.000000 | 1851.000000 | 10498.000000 | 18816.000000 |
| 99 | 2020/06/08 00:00:00+00 | 32012.000000 | 1883.000000 | 10904.000000 | 19225.000000 |
| 100 | 2020/06/09 00:00:00+00 | 33055.000000 | 1923.000000 | 11414.000000 | 19718.000000 |
| 101 | 2020/06/10 00:00:00+00 | 34295.000000 | 1959.000000 | 12129.000000 | 20207.000000 |
| 102 | 2020/06/11 00:00:00+00 | 35295.000000 | 2000.000000 | 12636.000000 | 20659.000000 |
| 103 | 2020/06/12 00:00:00+00 | 36406.000000 | 2048.000000 | 13213.000000 | 21145.000000 |
| 104 | 2020/06/13 00:00:00+00 | 37420.000000 | 2091.000000 | 13776.000000 | 21553.000000 |
| 105 | 2020/06/14 00:00:00+00 | 38277.000000 | 2134.000000 | 14531.000000 | 21612.000000 |
| 106 | 2020/06/15 00:00:00+00 | 39294.000000 | 2198.000000 | 15123.000000 | 21973.000000 |
| 107 | 2020/06/16 00:00:00+00 | 40397.000000 | 2231.000000 | 15703.000000 | 22463.000000 |
| 108 | 2020/06/17 00:00:00+00 | 41431.000000 | 2276.000000 | 16243.000000 | 22912.000000 |
| 109 | 2020/06/18 00:00:00+00 | 42762.000000 | 2339.000000 | 16798.000000 | 23625.000000 |
| 110 | 2020/06/19 00:00:00+00 | 43803.000000 | 2373.000000 | 17349.000000 | 24081.000000 |
| 111 | 2020/06/20 00:00:00+00 | 45029.000000 | 2429.000000 | 17883.000000 | 24717.000000 |
| 112 | 2020/06/21 00:00:00+00 | 45891.000000 | 2465.000000 | 18404.000000 | 25022.000000 |
| 113 | 2020/06/22 00:00:00+00 | 46845.000000 | 2500.000000 | 18735.000000 | 25610.000000 |
| 114 | 2020/06/23 00:00:00+00 | 47896.000000 | 2535.000000 | 19241.000000 | 26120.000000 |
| 115 | 2020/06/24 00:00:00+00 | 49009.000000 | 2573.000000 | 19638.000000 | 26798.000000 |
| 116 | 2020/06/25 00:00:00+00 | 50187.000000 | 2620.000000 | 20449.000000 | 27118.000000 |
| 117 | 2020/06/26 00:00:00+00 | 51427.000000 | 2683.000000 | 21333.000000 | 27411.000000 |
| 118 | 2020/06/27 00:00:00+00 | 52811.000000 | 2720.000000 | 21909.000000 | 28182.000000 |
| 119 | 2020/06/28 00:00:00+00 | 54006.000000 | 2754.000000 | 22936.000000 | 28316.000000 |
| 120 | 2020/06/29 00:00:00+00 | 55088.000000 | 2805.000000 | 23800.000000 | 28483.000000 |
| 121 | 2020/06/30 00:00:00+00 | 56381.000000 | 2876.000000 | 24806.000000 | 28699.000000 |
| 122 | 2020/07/01 00:00:00+00 | 57766.000000 | 2934.000000 | 25595.000000 | 29237.000000 |
| 123 | 2020/07/02 00:00:00+00 | 59390.000000 | 2987.000000 | 26667.000000 | 29736.000000 |
| 124 | 2020/07/03 00:00:00+00 | 60691.000000 | 3036.000000 | 27568.000000 | 30087.000000 |
| 125 | 2020/07/04 00:00:00+00 | 62140.000000 | 3089.000000 | 28219.000000 | 30832.000000 |
| 126 | 2020/07/05 00:00:00+00 | 63747.000000 | 3171.000000 | 29105.000000 | 31471.000000 |
| 127 | 2020/07/06 00:00:00+00 | 64956.000000 | 3241.000000 | 29919.000000 | 31796.000000 |
| 128 | 2020/07/07 00:00:00+00 | 66224.000000 | 3309.000000 | 30785.000000 | 32130.000000 |
| 129 | 2020/07/08 00:00:00+00 | 68077.000000 | 3359.000000 | 31585.000000 | 33133.000000 |
| 130 | 2020/07/09 00:00:00+00 | 70734.000000 | 3417.000000 | 32651.000000 | 34666.000000 |
| 131 | 2020/07/10 00:00:00+00 | 72313.000000 | 3469.000000 | 33529.000000 | 35315.000000 |
| 132 | 2020/07/11 00:00:00+00 | 73984.000000 | 3535.000000 | 34719.000000 | 35730.000000 |
| 133 | 2020/07/12 00:00:00+00 | 75665.000000 | 3606.000000 | 35638.000000 | 36421.000000 |
| 134 | 2020/07/13 00:00:00+00 | 76947.000000 | 3656.000000 | 36687.000000 | 36604.000000 |
| 135 | 2020/07/14 00:00:00+00 | 78538.000000 | 3710.000000 | 37636.000000 | 37192.000000 |
| 136 | 2020/07/15 00:00:00+00 | 80060.000000 | 3797.000000 | 39050.000000 | 37213.000000 |
| 137 | 2020/07/16 00:00:00+00 | 81644.000000 | 3873.000000 | 40345.000000 | 37426.000000 |
| 138 | 2020/07/17 00:00:00+00 | 83106.000000 | 3957.000000 | 41834.000000 | 37315.000000 |
| 139 | 2020/07/18 00:00:00+00 | 84854.000000 | 4016.000000 | 43243.000000 | 37595.000000 |
| 140 | 2020/07/19 00:00:00+00 | 88194.000000 | 4239.000000 | 46952.000000 | 37003.000000 |
| 141 | 2020/07/20 00:00:00+00 | 88194.000000 | 4239.000000 | 46952.000000 | 37003.000000 |
| 142 | 2020/07/21 00:00:00+00 | 89851.000000 | 4320.000000 | 48441.000000 | 37090.000000 |
| 143 | 2020/07/22 00:00:00+00 | 91732.000000 | 4459.000000 | 50234.000000 | 37039.000000 |
| 144 | 2020/07/23 00:00:00+00 | 93637.000000 | 4576.000000 | 52137.000000 | 36924.000000 |
| 145 | 2020/07/24 00:00:00+00 | 95395.000000 | 4665.000000 | 53918.000000 | 36812.000000 |
| 146 | 2020/07/25 00:00:00+00 | 97262.000000 | 4714.000000 | 55324.000000 | 37224.000000 |
| 147 | 2020/07/27 00:00:00+00 | 98752.000000 | 4781.000000 | 56624.000000 | 37347.000000 |
| 148 | 2020/07/28 00:00:00+00 | 100274.000000 | 4838.000000 | 58142.000000 | 37294.000000 |
| 149 | 2020/07/30 00:00:00+00 | 106324.000000 | 5058.000000 | 64292.000000 | 36974.000000 |
| 150 | 2020/07/31 00:00:00+00 | 108364.000000 | 5131.000000 | 65907.000000 | 37326.000000 |
| 151 | 2020/08/02 00:00:00+00 | 111443.000000 | 5236.000000 | 68975.000000 | 37232.000000 |
| 152 | 2020/08/03 00:00:00+00 | 113119.000000 | 5302.000000 | 70237.000000 | 37580.000000 |
| 153 | 2020/08/04 00:00:00+00 | 115041.000000 | 5388.000000 | 72048.000000 | 37605.000000 |
| 154 | 2020/08/05 00:00:00+00 | 116855.000000 | 5452.000000 | 73880.000000 | 37523.000000 |
| 155 | 2020/08/06 00:00:00+00 | 118737.000000 | 5521.000000 | 75636.000000 | 37580.000000 |
| 156 | 2020/08/07 00:00:00+00 | 121207.000000 | 5593.000000 | 77545.000000 | 38069.000000 |
| 157 | 2020/08/09 00:00:00+00 | 123494.000000 | 5658.000000 | 79291.000000 | 38545.000000 |
| 158 | 2020/08/10 00:00:00+00 | 127071.000000 | 5765.000000 | 82220.000000 | 39086.000000 |
| 159 | 2020/08/11 00:00:00+00 | 128764.000000 | 5824.000000 | 83694.000000 | 39246.000000 |
| 160 | 2020/08/12 00:00:00+00 | 130706.000000 | 5903.000000 | 85776.000000 | 39027.000000 |
| 161 | 2020/08/14 00:00:00+00 | 135109.000000 | 6021.000000 | 89596.000000 | 39492.000000 |
| 162 | 2020/08/15 00:00:00+00 | 135109.000000 | 6021.000000 | 89596.000000 | 39492.000000 |
| 163 | 2020/08/16 00:00:00+00 | 139528.000000 | 6150.000000 | 93080.000000 | 40298.000000 |
| 164 | 2020/08/17 00:00:00+00 | 141347.000000 | 6207.000000 | 94435.000000 | 40705.000000 |
| 165 | 2020/08/18 00:00:00+00 | 143018.000000 | 6277.000000 | 96281.000000 | 40460.000000 |
| 166 | 2020/08/19 00:00:00+00 | 144917.000000 | 6346.000000 | 98629.000000 | 39942.000000 |
| 167 | 2020/08/20 00:00:00+00 | 147182.000000 | 6418.000000 | 100646.000000 | 40118.000000 |
| 168 | 2020/08/21 00:00:00+00 | 149377.000000 | 6500.000000 | 102963.000000 | 39914.000000 |
| 169 | 2020/08/22 00:00:00+00 | 151463.000000 | 6594.000000 | 105170.000000 | 39699.000000 |
| 170 | 2020/08/23 00:00:00+00 | 153498.000000 | 6680.000000 | 107472.000000 | 39346.000000 |
| 171 | 2020/08/24 00:00:00+00 | 155375.000000 | 6759.000000 | 111030.000000 | 37586.000000 |
| 172 | 2020/08/25 00:00:00+00 | 157819.000000 | 6858.000000 | 112832.000000 | 38129.000000 |
| 173 | 2020/08/26 00:00:00+00 | 160121.000000 | 6944.000000 | 115370.000000 | 37807.000000 |
| 174 | 2020/08/29 00:00:00+00 | 169151.000000 | 7261.000000 | 122758.000000 | 39132.000000 |
| 175 | 2020/08/30 00:00:00+00 | 172005.000000 | 7343.000000 | 124141.000000 | 40521.000000 |
| 176 | 2020/08/31 00:00:00+00 | 174748.000000 | 7417.000000 | 125909.000000 | 41422.000000 |
| 177 | 2020/09/01 00:00:00+00 | 177523.000000 | 7505.000000 | 128007.000000 | 42011.000000 |
| 178 | 2020/09/02 00:00:00+00 | 180598.000000 | 7616.000000 | 129920.000000 | 43062.000000 |
| 179 | 2020/09/03 00:00:00+00 | 184219.000000 | 7750.000000 | 132002.000000 | 44467.000000 |
| 180 | 2020/09/04 00:00:00+00 | 187486.000000 | 7832.000000 | 134126.000000 | 45528.000000 |
| 181 | 2020/09/05 00:00:00+00 | 190614.000000 | 7940.000000 | 136343.000000 | 46331.000000 |
| 182 | 2020/09/06 00:00:00+00 | 190614.000000 | 7940.000000 | 136343.000000 | 46331.000000 |
| 183 | 2020/09/07 00:00:00+00 | 196937.000000 | 8130.000000 | 140594.000000 | 48213.000000 |
| 184 | 2020/09/08 00:00:00+00 | 199976.000000 | 8230.000000 | 142896.000000 | 48850.000000 |
| 185 | 2020/09/10 00:00:00+00 | 203281.000000 | 8336.000000 | 145138.000000 | 49807.000000 |
| 186 | 2020/09/11 00:00:00+00 | 203281.000000 | 8336.000000 | 145138.000000 | 49807.000000 |
| 187 | 2020/09/12 00:00:00+00 | 214662.000000 | 8649.000000 | 152394.000000 | 53619.000000 |
| 188 | 2020/09/13 00:00:00+00 | 218290.000000 | 8722.000000 | 154944.000000 | 54624.000000 |
| 189 | 2020/09/14 00:00:00+00 | 221431.000000 | 8840.000000 | 158339.000000 | 54252.000000 |
| 190 | 2020/09/15 00:00:00+00 | 224937.000000 | 8964.000000 | 160994.000000 | 54979.000000 |
| 191 | 2020/09/16 00:00:00+00 | 224937.000000 | 8964.000000 | 160994.000000 | 54979.000000 |
| 192 | 2020/09/17 00:00:00+00 | 232514.000000 | 9221.000000 | 166613.000000 | 56680.000000 |
| 193 | 2020/09/18 00:00:00+00 | 236404.000000 | 9334.000000 | 170698.000000 | 56372.000000 |
| 194 | 2020/09/19 00:00:00+00 | 240568.000000 | 9446.000000 | 174261.000000 | 56861.000000 |
| 195 | 2020/09/20 00:00:00+00 | 244556.000000 | 9551.000000 | 177236.000000 | 57769.000000 |
| 196 | 2020/09/21 00:00:00+00 | 248731.000000 | 9675.000000 | 180702.000000 | 58354.000000 |
| 197 | 2020/09/22 00:00:00+00 | 252794.000000 | 9835.000000 | 184202.000000 | 58757.000000 |
| 198 | 2020/09/23 00:00:00+00 | 257245.000000 | 9975.000000 | 187862.000000 | 59408.000000 |
| 199 | 2020/09/24 00:00:00+00 | 261878.000000 | 10103.000000 | 191752.000000 | 60023.000000 |
| 200 | 2020/09/25 00:00:00+00 | 266700.000000 | 10216.000000 | 196092.000000 | 60392.000000 |
| 201 | 2020/09/26 00:00:00+00 | 271193.000000 | 10306.000000 | 199298.000000 | 61589.000000 |
| 202 | 2020/09/27 00:00:00+00 | 275067.000000 | 10384.000000 | 202896.000000 | 61787.000000 |
| 203 | 2020/09/28 00:00:00+00 | 278576.000000 | 10471.000000 | 206743.000000 | 61362.000000 |
| 204 | 2020/09/29 00:00:00+00 | 282568.000000 | 10599.000000 | 210308.000000 | 61661.000000 |
| 205 | 2020/09/30 00:00:00+00 | 286838.000000 | 10738.000000 | 214817.000000 | 61283.000000 |
| 206 | 2020/10/01 00:00:00+00 | 286838.000000 | 10738.000000 | 214817.000000 | 61283.000000 |
| 207 | 2020/10/02 00:00:00+00 | 295303.000000 | 10969.000000 | 221201.000000 | 63133.000000 |
| 208 | 2020/10/03 00:00:00+00 | 299291.000000 | 11052.000000 | 224909.000000 | 63330.000000 |
| 209 | 2020/10/04 00:00:00+00 | 303278.000000 | 11147.000000 | 228304.000000 | 63827.000000 |
| 210 | 2020/10/05 00:00:00+00 | 306888.000000 | 11249.000000 | 232438.000000 | 63201.000000 |
| 211 | 2020/10/06 00:00:00+00 | 310939.000000 | 11370.000000 | 236280.000000 | 63289.000000 |
| 212 | 2020/10/07 00:00:00+00 | 315467.000000 | 11468.000000 | 240133.000000 | 63866.000000 |
| 213 | 2020/10/08 00:00:00+00 | 320315.000000 | 11576.000000 | 243902.000000 | 64837.000000 |
| 214 | 2020/10/09 00:00:00+00 | 324395.000000 | 11673.000000 | 247507.000000 | 65215.000000 |
| 215 | 2020/10/10 00:00:00+00 | 324395.000000 | 11673.000000 | 247507.000000 | 65215.000000 |
| 216 | 2020/10/11 00:00:00+00 | 333166.000000 | 11840.000000 | 254839.000000 | 66487.000000 |
| 217 | 2020/10/12 00:00:00+00 | 336433.000000 | 11931.000000 | 258329.000000 | 66173.000000 |
| 218 | 2020/10/13 00:00:00+00 | 340338.000000 | 12023.000000 | 263093.000000 | 65222.000000 |
| 219 | 2020/10/14 00:00:00+00 | 344460.000000 | 12152.000000 | 267622.000000 | 64686.000000 |
| 220 | 2020/10/15 00:00:00+00 | 348867.000000 | 12264.000000 | 273422.000000 | 63181.000000 |
| 221 | 2020/10/16 00:00:00+00 | 348867.000000 | 12264.000000 | 273422.000000 | 63181.000000 |
| 222 | 2020/10/17 00:00:00+00 | 357454.000000 | 12427.000000 | 281335.000000 | 63692.000000 |
| 223 | 2020/10/18 00:00:00+00 | 361543.000000 | 12506.000000 | 285061.000000 | 63976.000000 |
| 224 | 2020/10/19 00:00:00+00 | 364915.000000 | 12612.000000 | 288965.000000 | 63338.000000 |
| 225 | 2020/10/20 00:00:00+00 | 368510.000000 | 12729.000000 | 293370.000000 | 62411.000000 |
| 226 | 2020/10/21 00:00:00+00 | 372762.000000 | 12852.000000 | 297221.000000 | 62689.000000 |
| 227 | 2020/10/22 00:00:00+00 | 377188.000000 | 12954.000000 | 300711.000000 | 63523.000000 |
| 228 | 2020/10/23 00:00:00+00 | 381557.000000 | 13072.000000 | 304802.000000 | 63683.000000 |
| 229 | 2020/10/24 00:00:00+00 | 385622.000000 | 13200.000000 | 308919.000000 | 63503.000000 |
| 230 | 2020/10/25 00:00:00+00 | 389350.000000 | 13294.000000 | 313462.000000 | 62594.000000 |
| 231 | 2020/10/26 00:00:00+00 | 392571.000000 | 13406.000000 | 317363.000000 | 61802.000000 |
| 232 | 2020/10/27 00:00:00+00 | 396079.000000 | 13507.000000 | 321926.000000 | 60646.000000 |
| 233 | 2020/10/28 00:00:00+00 | 400101.000000 | 13607.000000 | 325456.000000 | 61038.000000 |
| 234 | 2020/10/29 00:00:00+00 | 403661.000000 | 13696.000000 | 329439.000000 | 60526.000000 |
| 235 | 2020/10/30 00:00:00+00 | 406555.000000 | 13777.000000 | 333956.000000 | 58822.000000 |
| 236 | 2020/10/31 00:00:00+00 | 409696.000000 | 13864.000000 | 337450.000000 | 58382.000000 |
| 237 | 2020/11/01 00:00:00+00 | 412388.000000 | 13938.000000 | 341589.000000 | 56861.000000 |
| 238 | 2020/11/02 00:00:00+00 | 415001.000000 | 14039.000000 | 345206.000000 | 55756.000000 |
'2020/11/02 00:00:00+00'
| index | state | date | Total_Terkonfirmasi | Terkonfirmasi_Harian | Total_Sembuh | Sembuh_Harian | Total_MeninggalDunia | MeninggalDunia_Harian | Total_Aktif | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 8249 | Aceh | 2020/11/02 00:00:00+00 | 7457.0 | 4440.0 | 5173.0 | 2321.0 | 270.0 | 185.0 | 2014.0 |
| 1 | 8250 | Bali | 2020/11/02 00:00:00+00 | 11846.0 | 4420.0 | 10766.0 | 5729.0 | 391.0 | 121.0 | 689.0 |
| 2 | 8251 | Banten | 2020/11/02 00:00:00+00 | 9654.0 | -2167.0 | 7578.0 | -3103.0 | 275.0 | -114.0 | 1801.0 |
| 3 | 8252 | Kepulauan Bangka Belitung | 2020/11/02 00:00:00+00 | 191.0 | -9389.0 | 173.0 | -7355.0 | 2.0 | -269.0 | 16.0 |
| 4 | 8253 | Bengkulu | 2020/11/02 00:00:00+00 | 1087.0 | 896.0 | 833.0 | 660.0 | 52.0 | 50.0 | 202.0 |
| 5 | 8254 | Daerah Istimewa Yogyakarta | 2020/11/02 00:00:00+00 | 3883.0 | 2801.0 | 3209.0 | 2406.0 | 94.0 | 45.0 | 580.0 |
| 6 | 8255 | DKI Jakarta | 2020/11/02 00:00:00+00 | 107229.0 | 103378.0 | 95783.0 | 92623.0 | 2288.0 | 2195.0 | 9158.0 |
| 7 | 8256 | Jambi | 2020/11/02 00:00:00+00 | 1230.0 | -104975.0 | 619.0 | -94107.0 | 23.0 | -2247.0 | 588.0 |
| 8 | 8257 | Jawa Barat | 2020/11/02 00:00:00+00 | 36924.0 | 35694.0 | 26671.0 | 26052.0 | 732.0 | 709.0 | 9521.0 |
| 9 | 8258 | Jawa Tengah | 2020/11/02 00:00:00+00 | 34618.0 | -1965.0 | 28788.0 | 2506.0 | 1766.0 | 1045.0 | 4064.0 |
| 10 | 8259 | Jawa Timur | 2020/11/02 00:00:00+00 | 53002.0 | 18632.0 | 47001.0 | 18575.0 | 3799.0 | 2043.0 | 2202.0 |
| 11 | 8260 | Kalimantan Barat | 2020/11/02 00:00:00+00 | 1677.0 | -51041.0 | 1338.0 | -45363.0 | 21.0 | -3755.0 | 318.0 |
| 12 | 8261 | Kalimantan Timur | 2020/11/02 00:00:00+00 | 14345.0 | 12668.0 | 11500.0 | 10162.0 | 489.0 | 468.0 | 2356.0 |
| 13 | 8262 | Kalimantan Tengah | 2020/11/02 00:00:00+00 | 4381.0 | -9878.0 | 3906.0 | -7344.0 | 153.0 | -334.0 | 322.0 |
| 14 | 8263 | Kalimantan Selatan | 2020/11/02 00:00:00+00 | 11893.0 | 7549.0 | 10873.0 | 6993.0 | 487.0 | 336.0 | 533.0 |
| 15 | 8264 | Kalimantan Utara | 2020/11/02 00:00:00+00 | 829.0 | -11052.0 | 722.0 | -10126.0 | 8.0 | -479.0 | 99.0 |
| 16 | 8265 | Kepulauan Riau | 2020/11/02 00:00:00+00 | 4047.0 | 3221.0 | 2775.0 | 2059.0 | 94.0 | 87.0 | 1178.0 |
| 17 | 8266 | Nusa Tenggara Barat | 2020/11/02 00:00:00+00 | 3998.0 | -27.0 | 3272.0 | 604.0 | 222.0 | 128.0 | 504.0 |
| 18 | 8267 | Sumatera Selatan | 2020/11/02 00:00:00+00 | 7921.0 | 3925.0 | 6394.0 | 3131.0 | 428.0 | 207.0 | 1099.0 |
| 19 | 8268 | Sumatera Barat | 2020/11/02 00:00:00+00 | 14940.0 | 7037.0 | 10764.0 | 4379.0 | 270.0 | -153.0 | 3906.0 |
| 20 | 8269 | Sulawesi Utara | 2020/11/02 00:00:00+00 | 5452.0 | -9310.0 | 4585.0 | -5929.0 | 205.0 | -60.0 | 662.0 |
| 21 | 8270 | Sumatera Utara | 2020/11/02 00:00:00+00 | 13277.0 | 7849.0 | 10846.0 | 6280.0 | 542.0 | 338.0 | 1889.0 |
| 22 | 8271 | Sulawesi Tenggara | 2020/11/02 00:00:00+00 | 5073.0 | -8125.0 | 4034.0 | -6744.0 | 83.0 | -453.0 | 956.0 |
| 23 | 8272 | Sulawesi Selatan | 2020/11/02 00:00:00+00 | 18372.0 | 13302.0 | 16617.0 | 12670.0 | 468.0 | 386.0 | 1287.0 |
| 24 | 8273 | Sulawesi Tengah | 2020/11/02 00:00:00+00 | 878.0 | -17492.0 | 672.0 | -15879.0 | 36.0 | -431.0 | 170.0 |
| 25 | 8274 | Lampung | 2020/11/02 00:00:00+00 | 1884.0 | 1008.0 | 1120.0 | 468.0 | 78.0 | 44.0 | 686.0 |
| 26 | 8275 | Riau | 2020/11/02 00:00:00+00 | 14841.0 | 12990.0 | 11490.0 | 10370.0 | 340.0 | 262.0 | 3011.0 |
| 27 | 8276 | Maluku Utara | 2020/11/02 00:00:00+00 | 2232.0 | -12598.0 | 1946.0 | -9387.0 | 75.0 | -263.0 | 211.0 |
| 28 | 8277 | Maluku | 2020/11/02 00:00:00+00 | 3863.0 | 1664.0 | 3266.0 | 1338.0 | 47.0 | -28.0 | 550.0 |
| 29 | 8278 | Papua Barat | 2020/11/02 00:00:00+00 | 4189.0 | 326.0 | 3655.0 | 423.0 | 66.0 | 19.0 | 468.0 |
| 30 | 8279 | Papua | 2020/11/02 00:00:00+00 | 9037.0 | 4848.0 | 4637.0 | 982.0 | 129.0 | 63.0 | 4271.0 |
| 31 | 8280 | Sulawesi Barat | 2020/11/02 00:00:00+00 | 1036.0 | -8001.0 | 841.0 | -3796.0 | 14.0 | -115.0 | 181.0 |
| 32 | 8281 | Nusa Tenggara Timur | 2020/11/02 00:00:00+00 | 694.0 | -342.0 | 500.0 | -340.0 | 7.0 | -7.0 | 187.0 |
| 33 | 8282 | Gorontalo | 2020/11/02 00:00:00+00 | 3021.0 | 2331.0 | 2859.0 | 2360.0 | 85.0 | 78.0 | 77.0 |
415001.0
345206.0
14039.0
| index | state | date | Total_Terkonfirmasi | Terkonfirmasi_Harian | Total_Sembuh | Sembuh_Harian | Total_MeninggalDunia | MeninggalDunia_Harian | Total_Aktif | |
|---|---|---|---|---|---|---|---|---|---|---|
| 6 | 8255 | DKI Jakarta | 2020/11/02 00:00:00+00 | 107229.0 | 103378.0 | 95783.0 | 92623.0 | 2288.0 | 2195.0 | 9158.0 |
| 10 | 8259 | Jawa Timur | 2020/11/02 00:00:00+00 | 53002.0 | 18632.0 | 47001.0 | 18575.0 | 3799.0 | 2043.0 | 2202.0 |
| 8 | 8257 | Jawa Barat | 2020/11/02 00:00:00+00 | 36924.0 | 35694.0 | 26671.0 | 26052.0 | 732.0 | 709.0 | 9521.0 |
| 9 | 8258 | Jawa Tengah | 2020/11/02 00:00:00+00 | 34618.0 | -1965.0 | 28788.0 | 2506.0 | 1766.0 | 1045.0 | 4064.0 |
| 23 | 8272 | Sulawesi Selatan | 2020/11/02 00:00:00+00 | 18372.0 | 13302.0 | 16617.0 | 12670.0 | 468.0 | 386.0 | 1287.0 |
| 19 | 8268 | Sumatera Barat | 2020/11/02 00:00:00+00 | 14940.0 | 7037.0 | 10764.0 | 4379.0 | 270.0 | -153.0 | 3906.0 |
| 26 | 8275 | Riau | 2020/11/02 00:00:00+00 | 14841.0 | 12990.0 | 11490.0 | 10370.0 | 340.0 | 262.0 | 3011.0 |
| 12 | 8261 | Kalimantan Timur | 2020/11/02 00:00:00+00 | 14345.0 | 12668.0 | 11500.0 | 10162.0 | 489.0 | 468.0 | 2356.0 |
| 21 | 8270 | Sumatera Utara | 2020/11/02 00:00:00+00 | 13277.0 | 7849.0 | 10846.0 | 6280.0 | 542.0 | 338.0 | 1889.0 |
| 14 | 8263 | Kalimantan Selatan | 2020/11/02 00:00:00+00 | 11893.0 | 7549.0 | 10873.0 | 6993.0 | 487.0 | 336.0 | 533.0 |
| index | state | date | Total_Terkonfirmasi | Terkonfirmasi_Harian | Total_Sembuh | Sembuh_Harian | Total_MeninggalDunia | MeninggalDunia_Harian | Total_Aktif | |
|---|---|---|---|---|---|---|---|---|---|---|
| 6 | 8255 | DKI Jakarta | 2020/11/02 00:00:00+00 | 107229.0 | 103378.0 | 95783.0 | 92623.0 | 2288.0 | 2195.0 | 9158.0 |
| 10 | 8259 | Jawa Timur | 2020/11/02 00:00:00+00 | 53002.0 | 18632.0 | 47001.0 | 18575.0 | 3799.0 | 2043.0 | 2202.0 |
| 9 | 8258 | Jawa Tengah | 2020/11/02 00:00:00+00 | 34618.0 | -1965.0 | 28788.0 | 2506.0 | 1766.0 | 1045.0 | 4064.0 |
| 8 | 8257 | Jawa Barat | 2020/11/02 00:00:00+00 | 36924.0 | 35694.0 | 26671.0 | 26052.0 | 732.0 | 709.0 | 9521.0 |
| 23 | 8272 | Sulawesi Selatan | 2020/11/02 00:00:00+00 | 18372.0 | 13302.0 | 16617.0 | 12670.0 | 468.0 | 386.0 | 1287.0 |
| 12 | 8261 | Kalimantan Timur | 2020/11/02 00:00:00+00 | 14345.0 | 12668.0 | 11500.0 | 10162.0 | 489.0 | 468.0 | 2356.0 |
| 26 | 8275 | Riau | 2020/11/02 00:00:00+00 | 14841.0 | 12990.0 | 11490.0 | 10370.0 | 340.0 | 262.0 | 3011.0 |
| 14 | 8263 | Kalimantan Selatan | 2020/11/02 00:00:00+00 | 11893.0 | 7549.0 | 10873.0 | 6993.0 | 487.0 | 336.0 | 533.0 |
| 21 | 8270 | Sumatera Utara | 2020/11/02 00:00:00+00 | 13277.0 | 7849.0 | 10846.0 | 6280.0 | 542.0 | 338.0 | 1889.0 |
| 1 | 8250 | Bali | 2020/11/02 00:00:00+00 | 11846.0 | 4420.0 | 10766.0 | 5729.0 | 391.0 | 121.0 | 689.0 |
| index | state | date | Total_Terkonfirmasi | Terkonfirmasi_Harian | Total_Sembuh | Sembuh_Harian | Total_MeninggalDunia | MeninggalDunia_Harian | Total_Aktif | |
|---|---|---|---|---|---|---|---|---|---|---|
| 10 | 8259 | Jawa Timur | 2020/11/02 00:00:00+00 | 53002.0 | 18632.0 | 47001.0 | 18575.0 | 3799.0 | 2043.0 | 2202.0 |
| 6 | 8255 | DKI Jakarta | 2020/11/02 00:00:00+00 | 107229.0 | 103378.0 | 95783.0 | 92623.0 | 2288.0 | 2195.0 | 9158.0 |
| 9 | 8258 | Jawa Tengah | 2020/11/02 00:00:00+00 | 34618.0 | -1965.0 | 28788.0 | 2506.0 | 1766.0 | 1045.0 | 4064.0 |
| 8 | 8257 | Jawa Barat | 2020/11/02 00:00:00+00 | 36924.0 | 35694.0 | 26671.0 | 26052.0 | 732.0 | 709.0 | 9521.0 |
| 21 | 8270 | Sumatera Utara | 2020/11/02 00:00:00+00 | 13277.0 | 7849.0 | 10846.0 | 6280.0 | 542.0 | 338.0 | 1889.0 |
| 12 | 8261 | Kalimantan Timur | 2020/11/02 00:00:00+00 | 14345.0 | 12668.0 | 11500.0 | 10162.0 | 489.0 | 468.0 | 2356.0 |
| 14 | 8263 | Kalimantan Selatan | 2020/11/02 00:00:00+00 | 11893.0 | 7549.0 | 10873.0 | 6993.0 | 487.0 | 336.0 | 533.0 |
| 23 | 8272 | Sulawesi Selatan | 2020/11/02 00:00:00+00 | 18372.0 | 13302.0 | 16617.0 | 12670.0 | 468.0 | 386.0 | 1287.0 |
| 18 | 8267 | Sumatera Selatan | 2020/11/02 00:00:00+00 | 7921.0 | 3925.0 | 6394.0 | 3131.0 | 428.0 | 207.0 | 1099.0 |
| 1 | 8250 | Bali | 2020/11/02 00:00:00+00 | 11846.0 | 4420.0 | 10766.0 | 5729.0 | 391.0 | 121.0 | 689.0 |
/srv/conda/envs/notebook/lib/python3.7/site-packages/plotly/graph_objs/_deprecations.py:385: DeprecationWarning: plotly.graph_objs.Line is deprecated. Please replace it with one of the following more specific types - plotly.graph_objs.scatter.Line - plotly.graph_objs.layout.shape.Line - etc.
fig.add_trace(
go.Scattergeo(
geojson='https://raw.githubusercontent.com/superpikar/indonesia-geojson/master/indonesia.geojson',
featureidkey='properties.state',
locations=full_latest['state'],
hovertext = full_latest['text'],
showlegend=False,
marker = dict(
size = 10,
opacity = 0.8,
reversescale = True,
autocolorscale = True,
symbol = 'square',
line = dict(
width=1,
),
color=full_latest['Total_Terkonfirmasi'],
colorbar_title="Terkonfirmasi",
colorbar_x = -0.05,
)),
row=1, col=1
)
fig.update_layout(
geo_scope='asia',
height=600)
fig.update_geos(fitbounds="locations")
fig.add_trace(
go.Indicator(
mode='number',
value=Total_Terkonfirmasi_fix,
title='Total terkonfirmasi',
),
row=1, col=4
)
fig.add_trace(
go.Indicator(
mode='number',
value=Total_Sembuh_fix,
title='Total sembuh',
),
row=1, col=5
)
fig.add_trace(
go.Indicator(
mode='number',
value=Total_MeninggalDunia_fix,
title='Total meninggal',
),
row=1, col=6
)
fig.add_trace(
go.Bar(
x=Top10kasus_terkonfirmasi['state'],
y=Top10kasus_terkonfirmasi['Total_Terkonfirmasi'],
name= 'Terkonfirmasi',
marker=dict(color='Yellow'),
showlegend=True,
),
row=2, col=4
)
fig.add_trace(
go.Bar(
x=Top10kasus_sembuh['state'],
y=Top10kasus_sembuh['Total_Sembuh'],
name= 'Sembuh',
marker=dict(color='Blue'),
showlegend=True),
row=3, col=4
)
fig.add_trace(
go.Bar(
x=Top10kasus_meninggaldunia['state'],
y=Top10kasus_meninggaldunia['Total_MeninggalDunia'],
name= 'Meninggal',
marker=dict(color='Green'),
showlegend=True),
row=4, col=4
)